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Update src/streamlit_app.py
Browse files- src/streamlit_app.py +427 -34
src/streamlit_app.py
CHANGED
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@@ -1,40 +1,433 @@
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import
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import numpy as np
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import pandas as pd
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import streamlit as st
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forums](https://discuss.streamlit.io).
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"""
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import os
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import streamlit as st
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import tempfile
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import requests
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import json
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from datetime import datetime
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# ----------------------------------------------------
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# 🚨 HUGGINGFACE SPACES FIX
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# ----------------------------------------------------
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TEMP_STREAMLIT_HOME = os.path.join(tempfile.gettempdir(), "st_config_workaround")
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os.makedirs(TEMP_STREAMLIT_HOME, exist_ok=True)
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os.environ["STREAMLIT_HOME"] = TEMP_STREAMLIT_HOME
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os.environ["STREAMLIT_GATHER_USAGE_STATS"] = "false"
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CONFIG_PATH = os.path.join(TEMP_STREAMLIT_HOME, "config.toml")
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CONFIG_CONTENT = """
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[browser]
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gatherUsageStats = false
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"""
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if not os.path.exists(CONFIG_PATH):
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try:
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with open(CONFIG_PATH, "w") as f:
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f.write(CONFIG_CONTENT)
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except Exception:
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pass
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# ----------------------------------------------------
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# CONFIG
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# ----------------------------------------------------
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st.set_page_config(
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page_title="AI Code Forge",
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layout="wide",
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page_icon="⚒️"
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)
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OPENROUTER_API_BASE = "https://openrouter.ai/api/v1"
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FREE_MODELS = {
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"🧠 DeepSeek Chat": "deepseek/deepseek-chat-v3.1:free",
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"💻 Qwen Coder": "qwen/qwen3-coder:free",
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"🔮 Gemma 27B": "google/gemma-3-27b-it:free",
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"🐬 Dolphin Mistral": "cognitivecomputations/dolphin-mistral-24b-venice-edition:free",
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"⚡ Nemotron Nano": "nvidia/nemotron-nano-9b-v2:free",
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}
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# ----------------------------------------------------
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# SESSION STATE
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# ----------------------------------------------------
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if "messages" not in st.session_state:
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st.session_state.messages = {}
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if "current_tool" not in st.session_state:
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st.session_state.current_tool = "home"
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if "last_output" not in st.session_state:
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st.session_state.last_output = ""
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if "dark_mode" not in st.session_state:
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st.session_state.dark_mode = True
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# ----------------------------------------------------
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# HELPER FUNCTIONS
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# ----------------------------------------------------
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def fetch_model_contexts(api_key):
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if not api_key:
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return {}
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headers = {"Authorization": f"Bearer {api_key}"}
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try:
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res = requests.get(f"{OPENROUTER_API_BASE}/models", headers=headers, timeout=10)
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contexts = {}
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if res.status_code == 200:
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for m in res.json().get("data", []):
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contexts[m.get("id")] = m.get("context_length", 4096)
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return contexts
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except Exception:
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return {}
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def call_openrouter(model, messages, temp, max_tok, key, system_prompt=None):
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headers = {
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"Authorization": f"Bearer {key}",
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"Content-Type": "application/json",
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"Referer": "https://aicodecraft.io",
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"X-Title": "AI-Code-Forge",
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}
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api_messages = messages.copy()
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if system_prompt:
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api_messages.insert(0, {"role": "system", "content": system_prompt})
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payload = {
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"model": model,
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"messages": api_messages,
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"temperature": temp,
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"max_tokens": max_tok,
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}
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res = requests.post(
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f"{OPENROUTER_API_BASE}/chat/completions",
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headers=headers,
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data=json.dumps(payload),
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timeout=60
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)
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if res.status_code == 200:
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try:
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return res.json()["choices"][0]["message"]["content"]
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except (KeyError, IndexError):
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raise Exception("Fehlerhafte API-Antwort")
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else:
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try:
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| 111 |
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err = res.json()
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| 112 |
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msg = err.get("error", {}).get("message", res.text)
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| 113 |
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except:
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msg = res.text
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raise Exception(f"API Error {res.status_code}: {msg}")
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| 116 |
+
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| 117 |
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def extract_code_blocks(text):
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| 118 |
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"""Extrahiert Code aus Markdown Code-Blöcken"""
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| 119 |
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import re
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pattern = r"```(\w+)?\n(.*?)```"
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| 121 |
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matches = re.findall(pattern, text, re.DOTALL)
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| 122 |
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if matches:
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return [(lang or "text", code.strip()) for lang, code in matches]
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return [("text", text)]
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# ----------------------------------------------------
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| 127 |
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# TOOL PRESETS
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| 128 |
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# ----------------------------------------------------
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| 129 |
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TOOL_PRESETS = {
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| 130 |
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"code_gen": {
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| 131 |
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"icon": "🎨",
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| 132 |
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"title": "Code Generator",
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| 133 |
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"color": "#00ff88",
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| 134 |
+
"system_prompt": "Du bist ein Expert Code Generator. Erstelle sauberen, produktionsreifen Code mit Kommentaren. Antworte NUR mit Code in Markdown Code-Blöcken.",
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| 135 |
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"templates": {
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| 136 |
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"Flask REST API": "Erstelle eine Flask REST API mit:\n- CRUD Endpoints für 'tasks'\n- SQLAlchemy Models\n- Error Handling\n- CORS aktiviert",
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| 137 |
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"React Component": "Erstelle eine React Functional Component mit:\n- Props für title und items (Array)\n- useState für selected item\n- Tailwind CSS Styling\n- Click Handler",
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| 138 |
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"Python CLI Tool": "Erstelle ein Python CLI Tool mit:\n- argparse für Arguments\n- Logging\n- Error Handling\n- Main Guard",
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| 139 |
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"FastAPI Endpoint": "Erstelle FastAPI Endpoints:\n- POST /users - Create User\n- GET /users/{id} - Get User\n- Pydantic Models\n- SQLAlchemy Integration",
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| 140 |
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}
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| 141 |
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},
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| 142 |
+
"refactor": {
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| 143 |
+
"icon": "🔄",
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| 144 |
+
"title": "Code Refactorer",
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| 145 |
+
"color": "#00aaff",
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| 146 |
+
"system_prompt": "Du bist ein Code Refactoring Expert. Analysiere Code und verbessere: Lesbarkeit, Performance, Best Practices. Erkläre deine Änderungen kurz.",
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| 147 |
+
"templates": {
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| 148 |
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"Clean Code": "Refactore diesen Code nach Clean Code Prinzipien:\n- Verbessere Naming\n- Reduziere Komplexität\n- Extrahiere Funktionen\n\n[Füge Code hier ein]",
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| 149 |
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"Performance": "Optimiere diesen Code für Performance:\n- Identifiziere Bottlenecks\n- Verbessere Algorithmen\n- Reduziere Memory Usage\n\n[Füge Code hier ein]",
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| 150 |
+
"Type Safety": "Füge Type Hints/TypeScript hinzu:\n- Alle Funktionen\n- Variables wo sinnvoll\n- Return Types\n\n[Füge Code hier ein]",
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| 151 |
+
}
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| 152 |
+
},
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| 153 |
+
"debug": {
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| 154 |
+
"icon": "🐛",
|
| 155 |
+
"title": "Debug Helper",
|
| 156 |
+
"color": "#ff4444",
|
| 157 |
+
"system_prompt": "Du bist ein Debugging Expert. Analysiere Code/Errors systematisch. Erkläre das Problem und liefere Fix.",
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| 158 |
+
"templates": {
|
| 159 |
+
"Error Analysis": "Ich habe diesen Error:\n[Error Message]\n\nIn diesem Code:\n[Code]\n\nWas ist das Problem und wie fixe ich es?",
|
| 160 |
+
"Logic Bug": "Dieser Code macht nicht was er soll:\n[Code]\n\nErwartetes Verhalten: [beschreiben]\nAktuelles Verhalten: [beschreiben]\n\nWo ist der Logic Bug?",
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| 161 |
+
"Performance Issue": "Dieser Code ist zu langsam:\n[Code]\n\nInput Size: [beschreiben]\nAktuelle Runtime: [beschreiben]\n\nWo ist das Problem?",
|
| 162 |
+
}
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| 163 |
+
},
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| 164 |
+
"docs": {
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| 165 |
+
"icon": "📚",
|
| 166 |
+
"title": "Doc Generator",
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| 167 |
+
"color": "#ffaa00",
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| 168 |
+
"system_prompt": "Du bist ein Technical Writer. Erstelle klare, strukturierte Dokumentation mit Beispielen.",
|
| 169 |
+
"templates": {
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| 170 |
+
"Function Docs": "Erstelle Docstrings für diese Funktionen:\n[Code]\n\nFormat: Google Style für Python / JSDoc für JavaScript",
|
| 171 |
+
"README": "Erstelle ein README.md für dieses Projekt:\n- Beschreibung\n- Installation\n- Usage Examples\n- API Reference\n\nProjekt: [beschreiben]",
|
| 172 |
+
"API Docs": "Erstelle API Dokumentation für diese Endpoints:\n[Code/Routes]\n\nInkl. Request/Response Beispiele",
|
| 173 |
+
}
|
| 174 |
+
},
|
| 175 |
+
"explain": {
|
| 176 |
+
"icon": "💡",
|
| 177 |
+
"title": "Code Explainer",
|
| 178 |
+
"color": "#aa88ff",
|
| 179 |
+
"system_prompt": "Du bist ein Code Educator. Erkläre Code Schritt-für-Schritt, klar und verständlich.",
|
| 180 |
+
"templates": {
|
| 181 |
+
"ELI5": "Erkläre diesen Code als wäre ich 5:\n[Code]",
|
| 182 |
+
"Deep Dive": "Erkläre diesen Code im Detail:\n- Was macht er?\n- Wie funktioniert er?\n- Warum wurde es so gelöst?\n- Alternativen?\n\n[Code]",
|
| 183 |
+
"Architecture": "Erkläre die Architektur dieses Codes:\n- Design Patterns\n- Komponenten\n- Datenfluss\n\n[Code]",
|
| 184 |
+
}
|
| 185 |
+
}
|
| 186 |
+
}
|
| 187 |
+
|
| 188 |
+
# ----------------------------------------------------
|
| 189 |
+
# SIDEBAR
|
| 190 |
+
# ----------------------------------------------------
|
| 191 |
+
with st.sidebar:
|
| 192 |
+
st.markdown("# ⚒️ AI Code Forge")
|
| 193 |
+
st.markdown("---")
|
| 194 |
+
|
| 195 |
+
# API Settings
|
| 196 |
+
with st.expander("🔑 API Settings", expanded=True):
|
| 197 |
+
api_key = st.text_input("OpenRouter API Key", type="password")
|
| 198 |
+
|
| 199 |
+
model_name = st.selectbox("Model", list(FREE_MODELS.keys()))
|
| 200 |
+
model = FREE_MODELS[model_name]
|
| 201 |
+
|
| 202 |
+
model_contexts = fetch_model_contexts(api_key)
|
| 203 |
+
default_ctx = model_contexts.get(model, 4096)
|
| 204 |
+
|
| 205 |
+
temperature = st.slider("Temperature", 0.0, 1.0, 0.7, 0.1)
|
| 206 |
+
max_tokens = st.slider(
|
| 207 |
+
"Max Tokens",
|
| 208 |
+
256,
|
| 209 |
+
min(default_ctx, 16000),
|
| 210 |
+
min(2048, default_ctx),
|
| 211 |
+
step=256
|
| 212 |
+
)
|
| 213 |
+
|
| 214 |
+
st.caption(f"📊 Context: {default_ctx:,} tokens")
|
| 215 |
+
|
| 216 |
+
st.markdown("---")
|
| 217 |
+
|
| 218 |
+
# Navigation
|
| 219 |
+
st.markdown("### 🧭 Tools")
|
| 220 |
+
|
| 221 |
+
if st.button("🏠 Home", use_container_width=True):
|
| 222 |
+
st.session_state.current_tool = "home"
|
| 223 |
+
st.rerun()
|
| 224 |
+
|
| 225 |
+
for tool_id, tool in TOOL_PRESETS.items():
|
| 226 |
+
if st.button(
|
| 227 |
+
f"{tool['icon']} {tool['title']}",
|
| 228 |
+
use_container_width=True,
|
| 229 |
+
type="primary" if st.session_state.current_tool == tool_id else "secondary"
|
| 230 |
+
):
|
| 231 |
+
st.session_state.current_tool = tool_id
|
| 232 |
+
if tool_id not in st.session_state.messages:
|
| 233 |
+
st.session_state.messages[tool_id] = []
|
| 234 |
+
st.rerun()
|
| 235 |
+
|
| 236 |
+
st.markdown("---")
|
| 237 |
+
|
| 238 |
+
# Actions
|
| 239 |
+
if st.session_state.current_tool != "home":
|
| 240 |
+
if st.button("🗑️ Clear Chat", use_container_width=True):
|
| 241 |
+
if st.session_state.current_tool in st.session_state.messages:
|
| 242 |
+
st.session_state.messages[st.session_state.current_tool] = []
|
| 243 |
+
st.success("Chat cleared!")
|
| 244 |
+
st.rerun()
|
| 245 |
+
|
| 246 |
+
st.markdown("---")
|
| 247 |
+
st.caption("💸 Using Free Models")
|
| 248 |
+
st.caption(f"⏰ {datetime.now().strftime('%H:%M')}")
|
| 249 |
+
|
| 250 |
+
# ----------------------------------------------------
|
| 251 |
+
# MAIN CONTENT
|
| 252 |
+
# ----------------------------------------------------
|
| 253 |
+
|
| 254 |
+
# HOME
|
| 255 |
+
if st.session_state.current_tool == "home":
|
| 256 |
+
st.markdown("# ⚒️ Welcome to AI Code Forge")
|
| 257 |
+
st.markdown("### Your AI-Powered Development Assistant")
|
| 258 |
+
|
| 259 |
+
st.markdown("---")
|
| 260 |
+
|
| 261 |
+
# Tool Cards
|
| 262 |
+
cols = st.columns(3)
|
| 263 |
+
tool_items = list(TOOL_PRESETS.items())
|
| 264 |
+
|
| 265 |
+
for idx, (tool_id, tool) in enumerate(tool_items):
|
| 266 |
+
with cols[idx % 3]:
|
| 267 |
+
with st.container():
|
| 268 |
+
st.markdown(f"""
|
| 269 |
+
<div style="
|
| 270 |
+
padding: 20px;
|
| 271 |
+
border-radius: 10px;
|
| 272 |
+
border-left: 4px solid {tool['color']};
|
| 273 |
+
background: rgba(255,255,255,0.05);
|
| 274 |
+
margin-bottom: 20px;
|
| 275 |
+
">
|
| 276 |
+
<h2>{tool['icon']} {tool['title']}</h2>
|
| 277 |
+
<p style="opacity: 0.8;">{tool['system_prompt'][:100]}...</p>
|
| 278 |
+
</div>
|
| 279 |
+
""", unsafe_allow_html=True)
|
| 280 |
+
|
| 281 |
+
if st.button(f"Open {tool['title']}", key=f"open_{tool_id}", use_container_width=True):
|
| 282 |
+
st.session_state.current_tool = tool_id
|
| 283 |
+
if tool_id not in st.session_state.messages:
|
| 284 |
+
st.session_state.messages[tool_id] = []
|
| 285 |
+
st.rerun()
|
| 286 |
+
|
| 287 |
+
st.markdown("---")
|
| 288 |
+
|
| 289 |
+
# Quick Stats
|
| 290 |
+
col1, col2, col3 = st.columns(3)
|
| 291 |
+
with col1:
|
| 292 |
+
st.metric("Free Models", len(FREE_MODELS))
|
| 293 |
+
with col2:
|
| 294 |
+
total_msgs = sum(len(msgs) for msgs in st.session_state.messages.values())
|
| 295 |
+
st.metric("Total Messages", total_msgs)
|
| 296 |
+
with col3:
|
| 297 |
+
st.metric("Tools", len(TOOL_PRESETS))
|
| 298 |
+
|
| 299 |
+
# TOOL VIEW
|
| 300 |
+
else:
|
| 301 |
+
tool = TOOL_PRESETS[st.session_state.current_tool]
|
| 302 |
+
|
| 303 |
+
# Header
|
| 304 |
+
st.markdown(f"""
|
| 305 |
+
<div style="
|
| 306 |
+
padding: 20px;
|
| 307 |
+
border-radius: 10px;
|
| 308 |
+
border-left: 6px solid {tool['color']};
|
| 309 |
+
background: rgba(255,255,255,0.05);
|
| 310 |
+
margin-bottom: 30px;
|
| 311 |
+
">
|
| 312 |
+
<h1>{tool['icon']} {tool['title']}</h1>
|
| 313 |
+
<p style="opacity: 0.8; font-size: 1.1em;">{tool['system_prompt']}</p>
|
| 314 |
+
</div>
|
| 315 |
+
""", unsafe_allow_html=True)
|
| 316 |
+
|
| 317 |
+
# Templates
|
| 318 |
+
with st.expander("📋 Quick Templates", expanded=False):
|
| 319 |
+
for template_name, template_text in tool['templates'].items():
|
| 320 |
+
if st.button(f"📄 {template_name}", key=f"template_{template_name}"):
|
| 321 |
+
st.session_state[f"template_text_{st.session_state.current_tool}"] = template_text
|
| 322 |
+
st.rerun()
|
| 323 |
+
|
| 324 |
+
# Chat Interface
|
| 325 |
+
st.markdown("### 💬 Chat")
|
| 326 |
+
|
| 327 |
+
# Display messages
|
| 328 |
+
for msg in st.session_state.messages.get(st.session_state.current_tool, []):
|
| 329 |
+
with st.chat_message(msg["role"]):
|
| 330 |
+
if msg["role"] == "assistant":
|
| 331 |
+
# Check for code blocks
|
| 332 |
+
code_blocks = extract_code_blocks(msg["content"])
|
| 333 |
+
if len(code_blocks) == 1 and code_blocks[0][0] == "text":
|
| 334 |
+
st.markdown(msg["content"])
|
| 335 |
+
else:
|
| 336 |
+
# Has code blocks
|
| 337 |
+
parts = msg["content"].split("```")
|
| 338 |
+
for i, part in enumerate(parts):
|
| 339 |
+
if i % 2 == 0:
|
| 340 |
+
# Text part
|
| 341 |
+
if part.strip():
|
| 342 |
+
st.markdown(part)
|
| 343 |
+
else:
|
| 344 |
+
# Code part
|
| 345 |
+
lines = part.split("\n", 1)
|
| 346 |
+
lang = lines[0].strip() if lines else "text"
|
| 347 |
+
code = lines[1] if len(lines) > 1 else part
|
| 348 |
+
|
| 349 |
+
col1, col2 = st.columns([6, 1])
|
| 350 |
+
with col1:
|
| 351 |
+
st.code(code, language=lang)
|
| 352 |
+
with col2:
|
| 353 |
+
if st.button("📋", key=f"copy_{i}_{msg.get('timestamp', 0)}"):
|
| 354 |
+
st.toast("Code copied! (simulation)")
|
| 355 |
+
else:
|
| 356 |
+
st.markdown(msg["content"])
|
| 357 |
+
|
| 358 |
+
# Input
|
| 359 |
+
default_text = st.session_state.get(f"template_text_{st.session_state.current_tool}", "")
|
| 360 |
+
if default_text:
|
| 361 |
+
del st.session_state[f"template_text_{st.session_state.current_tool}"]
|
| 362 |
+
|
| 363 |
+
if prompt := st.chat_input("Your message...", key=f"input_{st.session_state.current_tool}"):
|
| 364 |
+
user_prompt = prompt
|
| 365 |
+
elif default_text:
|
| 366 |
+
user_prompt = default_text
|
| 367 |
+
else:
|
| 368 |
+
user_prompt = None
|
| 369 |
+
|
| 370 |
+
if user_prompt:
|
| 371 |
+
if not api_key:
|
| 372 |
+
st.warning("⚠️ Please enter your OpenRouter API Key in the sidebar!")
|
| 373 |
+
st.stop()
|
| 374 |
+
|
| 375 |
+
# Add user message
|
| 376 |
+
st.session_state.messages[st.session_state.current_tool].append({
|
| 377 |
+
"role": "user",
|
| 378 |
+
"content": user_prompt,
|
| 379 |
+
"timestamp": datetime.now().timestamp()
|
| 380 |
+
})
|
| 381 |
+
|
| 382 |
+
with st.chat_message("user"):
|
| 383 |
+
st.markdown(user_prompt)
|
| 384 |
+
|
| 385 |
+
# Prepare messages for API
|
| 386 |
+
api_messages = [
|
| 387 |
+
{"role": m["role"], "content": m["content"]}
|
| 388 |
+
for m in st.session_state.messages[st.session_state.current_tool]
|
| 389 |
+
]
|
| 390 |
+
|
| 391 |
+
# Generate response
|
| 392 |
+
with st.chat_message("assistant"):
|
| 393 |
+
with st.spinner(f"🤖 {model_name} thinking..."):
|
| 394 |
+
try:
|
| 395 |
+
reply = call_openrouter(
|
| 396 |
+
model,
|
| 397 |
+
api_messages,
|
| 398 |
+
temperature,
|
| 399 |
+
max_tokens,
|
| 400 |
+
api_key,
|
| 401 |
+
system_prompt=tool['system_prompt']
|
| 402 |
+
)
|
| 403 |
+
|
| 404 |
+
# Display with code highlighting
|
| 405 |
+
code_blocks = extract_code_blocks(reply)
|
| 406 |
+
if len(code_blocks) == 1 and code_blocks[0][0] == "text":
|
| 407 |
+
st.markdown(reply)
|
| 408 |
+
else:
|
| 409 |
+
parts = reply.split("```")
|
| 410 |
+
for i, part in enumerate(parts):
|
| 411 |
+
if i % 2 == 0:
|
| 412 |
+
if part.strip():
|
| 413 |
+
st.markdown(part)
|
| 414 |
+
else:
|
| 415 |
+
lines = part.split("\n", 1)
|
| 416 |
+
lang = lines[0].strip() if lines else "text"
|
| 417 |
+
code = lines[1] if len(lines) > 1 else part
|
| 418 |
+
st.code(code, language=lang)
|
| 419 |
+
|
| 420 |
+
st.session_state.messages[st.session_state.current_tool].append({
|
| 421 |
+
"role": "assistant",
|
| 422 |
+
"content": reply,
|
| 423 |
+
"timestamp": datetime.now().timestamp()
|
| 424 |
+
})
|
| 425 |
+
|
| 426 |
+
except Exception as e:
|
| 427 |
+
error_msg = f"❌ Error: {str(e)}"
|
| 428 |
+
st.error(error_msg)
|
| 429 |
+
st.session_state.messages[st.session_state.current_tool].append({
|
| 430 |
+
"role": "assistant",
|
| 431 |
+
"content": error_msg,
|
| 432 |
+
"timestamp": datetime.now().timestamp()
|
| 433 |
+
})
|